The hum of the refrigerator felt magnified, each individual vibration grating on his ears. He was in his kitchen, staring at the calendar. He had made a mental note of the date, the date he had picked to celebrate. Now, there was a competing event.

He slammed the refrigerator door shut, the sound echoing in the silent apartment. He felt a rush of heat, as though someone had turned up the thermostat. He paced back and forth, his steps heavy on the hardwood floor.

He reached for a glass and poured himself a large helping of water, only to immediately set the glass down, untouched. The water was now not what he wanted.

Emotion: irritated

Cluster: Anger / Hostility
PC1 (Valence): -0.86 Negative
PC2 (Disposition): 1.07

Role in Research

This story is one of 1,000 stories generated for the emotion irritated. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 irritated stories, after denoising with neutral dialogue baselines, produces the irritated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the irritated vector is projected through the unembedding matrix.

Promoted:
l0.370
S0.282
P0.264
😠0.248
aggravated0.233
Suppressed:
own-0.300
joyful-0.211
joyous-0.207
खोले-0.206
newfound-0.205